Networks of evolutionary processors: UML architecture

  • Authors:
  • Miguel Anel Peña;Miguel Angel Diaz;Nuria Gomez Blas

  • Affiliations:
  • Escuela de Informática, Dept. OEI, UPM, Madrid, Spain;Escuela de Informática, Dept. OEI, UPM, Madrid, Spain;Escuela de Informática, Dept. OEI, UPM, Madrid, Spain

  • Venue:
  • CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
  • Year:
  • 2006

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Abstract

This paper presents a connectionist model that is widely used to solve NP-problems: Networks of Evolutionary Processors (NEP). A NEP is a set of processors connected by a graph, each processor only deals with symbolic information using rules, that is, symbols in a processor evolve according some rules. Communication through the graph is based on a filter set that permits (or not) symbols to go from one processor to another. This two steps: evolution and communication, makes NEPs able to solve NP-problems. This paper also proposes an UML architecture to implement NEPs. This work is actually under development and will be implemented in a distributed way, maybe using Java Agent Development Enviroment - JADE, in order to obtain similar results to theoretical ones: solution of NP-problems in linear time. Proposed UML architecture is based on the general behaviour of NEPs.